1.8k citations · 3.8k across the 47 of their papers we have counts for
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cs.IR2019
A Road-map Towards Explainable Question Answering A Solution for Information Pollution
Saeedeh Shekarpour, Faisal Alshargi
The increasing rate of information pollution on the Web requires novel solutions to tackle that. Question Answering (QA) interfaces are simplified and user-friendly interfaces to a…
cs.CL2019★ 1.8k cited
XLNet: Generalized Autoregressive Pretraining for Language Understanding
Zhilin Yang, Zihang Dai, Yiming Yang +3
With the capability of modeling bidirectional contexts, denoising autoencoding based pretraining like BERT achieves better performance than pretraining approaches based on autoregr…
cs.LG2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context
Zihang Dai, Zhilin Yang, Yiming Yang +3
Transformers have a potential of learning longer-term dependency, but are limited by a fixed-length context in the setting of language modeling. We propose a novel neural architect…